Course subjects
Module 1: Introducing Google Cloud
Cloud computing overview
IaaS and PaaS
The Google Cloud network
Environmental impact
Security
Open-source ecosystems
Pricing and billing
Module 2: Resources and Access in the Cloud
Google Cloud resource hierarchy
IAM
IAM roles
Service accounts
Cloud Identity
Interacting with Google Cloud
Lab: Getting Started with Cloud Marketplace
Module 3: Virtual Machines and Networks in the Cloud
Virtual Private Cloud networking
Compute Engine
Scaling virtual machines
Important VPC compatibilities
Cloud Load Balancing
Cloud DNS and Cloud CDN
Connecting networks to Google VPC
Lab: Getting Started with VPC Networking and Google Compute Engines
Module 4: Storage in the Cloud
Module 5: Containers in the Cloud
Module 6: Applications in the Cloud
Cloud Run
Cloud Function
Lab: Hello Cloud Run
Module 7: Prompt Engineering
Introduction to generative AI
Introduction to large language models
Prompt engineering and recommended practices
Module 8: Course Summary